© Fred Bertil

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Fred Bertil

Software Engineer

Fred Bertil character portrait
Class
Software Engineer
Location
University of Florida
Guild
Builders & Problem Solvers
Play Time
6+ Years

What I cannot create,

I do not understand.

INVENTORY

1/2

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legendary Project

Playoff Oracle

NBA Playoff Game Predictor

A machine learning pipeline that processes historical NBA playoff data and compares multiple models using engineered team-performance features.

Result

Achieved 71.0% prediction accuracy and a 0.759 ROC-AUC across data from 1,668+ games.

Stats

Accuracy
71.0%
ROC AUC
0.759
Games Processed
1,668+

Tech Stack

Pythonnba_apipandasscikit-learnXGBoost

Rarity